You're not really talking about higher taxes, you're talking about reworking the corporate tax system. As things stand now higher taxes would encourage more of this sort of behavior, not less.
Corporations only pay taxes on profits, so money spent on business activities, re-invested back into the company, paid to employees, etc. is not taxed. In this system, taxes are kind of a penalty paid for taking money out of the business; the higher taxes are the less incentivized profit-taking is.
If your company made $100 million in profits at a 20% tax rate you get to take home $80 million as opposed to re-investing $100 million back in the company and not paying any taxes, so the incentive to re-invest isn't very high. But if your company made $100 million in profits at a 40% tax rate now you can only take home $60 million as opposed to re-investing $100 million, which becomes a much better value proposition on re-investment.